Sentence examples for a problem of learning from inspiring English sources

The proposed algorithm is designed based on matrix-value operator learning techniques where the image patches are understood as the matrices and the single-image super-resolution is treated as a problem of learning a matrix-value operator.

Clearly, a rule can be removed safely if its weight is 0. Rule elimination is therefore formulated as a problem of learning the weight vectors.

That's a standard problem of learning.

If the dimensionality of the AS is low enough, then learning the link function is a much easier problem than the original problem of learning a high-dimensional function.

For them, the problem of learning a musical instrument in a building inhabited by a more gifted tenant requires special planning.

Here we develop a machine learning approach to Go, and related board games, focusing primarily on the problem of learning a good evaluation function in a scalable way.

The problem of learning a network structure associated with an undirected graphical model has seen a wide range of applications ranging from social networks and image and speech processing (Metzler and Croft, 2005; Wang et al., 2013) to genomics.

Thus, this supervised machine learning approach allows us to sidestep the problem of learning a parameter-rich model of demography and selection.

From this viewpoint, the task of protein functional properties prediction can be cast into the collective classification problem of learning a predictive model from PPI networks.

Results: In this article, we consider the problem of learning a multitask regression model while taking advantage of the prior information on structures on both the inputs (genetic variations) and outputs (expression levels).

However, the problem of learning an optimal DT is known to be NP-complete (Breiman 1984; Yohannes and Webb 1999).